RRepoGEO

REPOGEO REPORT · LITE

jianfch/stable-ts

Default branch main · commit e312072c · scanned 6/24/2026, 6:32:02 AM

GitHub: 2,261 stars · 238 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface jianfch/stable-ts, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify the README's opening to prevent miscategorization

    Why:

    CURRENT
    # Stabilizing Timestamps for Whisper

This library modifies Whisper to produce more reliable timestamps and extends its functionality.
    COPY-PASTE FIX
    # Stabilizing Timestamps for Whisper: A Python library for robust ASR output

This library modifies OpenAI's Whisper to produce more reliable timestamps and extends its functionality for high-quality audio transcription, forced alignment, and audio indexing.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    whisper, openai-whisper, asr, speech-to-text, forced-alignment, audio-transcription, timestamp-stabilization, python-library
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [URL of project documentation, demo, or main website]

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface jianfch/stable-ts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
openai/whisper
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. openai/whisper · recommended 1×
  2. Montreal Forced Aligner · recommended 1×
  3. Google Cloud Speech-to-Text · recommended 1×
  4. AWS Transcribe · recommended 1×
  5. Picovoice Rhino Speech-to-Text · recommended 1×
  • CATEGORY QUERY
    How to improve timestamp accuracy and reliability in automatic speech recognition output?
    you: not recommended
    AI recommended (in order):
    1. Whisper (openai/whisper)
    2. Montreal Forced Aligner
    3. Google Cloud Speech-to-Text
    4. AWS Transcribe
    5. Picovoice Rhino Speech-to-Text
    6. AssemblyAI
    7. Kaldi

    AI recommended 7 alternatives but never named jianfch/stable-ts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for forced alignment and refining word-level timestamps from ASR transcripts?
    you: not recommended
    AI recommended (in order):
    1. MFA (Montreal Forced Aligner)
    2. Gentle
    3. Pirelay
    4. Google Cloud Speech-to-Text API
    5. Amazon Transcribe
    6. Whisper (OpenAI)
    7. Praat

    AI recommended 7 alternatives but never named jianfch/stable-ts. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of jianfch/stable-ts?
    pass
    AI named jianfch/stable-ts explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts jianfch/stable-ts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jianfch/stable-ts explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo jianfch/stable-ts solve, and who is the primary audience?
    pass
    AI named jianfch/stable-ts explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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jianfch/stable-ts — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite